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#Deliberate Practice

The Interleaving Effect: Why Studying One Topic at a Time Is Making You Worse

Blocked practice feels productive — you mass one topic, then move on. Interleaving, where you mix topics during a study session, feels slower and more confusing, yet consistently produces dramatically better performance on transfer tests. Here is why the counterintuitive method wins, and how to use AI to engineer it into any subject.

Apr 23, 2026

Escaping Tutorial Hell: A Practical Framework for Learning to Code with AI

You can watch forty hours of React tutorials and still be unable to build a basic app. Here is why tutorial consumption is fundamentally different from skill acquisition — and how to use AI as a mentor instead of a better YouTube.

Apr 22, 2026·11 min read
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